{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# -*- coding:utf-8 -*-\n",
    "#数据探索分析\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from pandas import DataFrame,Series\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>SYS_NAME</th>\n",
       "      <th>NAME</th>\n",
       "      <th>TARGET_ID</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>ENTITY</th>\n",
       "      <th>VALUE</th>\n",
       "      <th>COLLECTTIME</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>3.427079e+07</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
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       "      <td>8.026259e+07</td>\n",
       "      <td>2014-10-01</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>183</td>\n",
       "      <td>磁盘容量</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>5.232332e+07</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>183</td>\n",
       "      <td>磁盘容量</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>1.572833e+08</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>3.432890e+07</td>\n",
       "      <td>2014-10-02</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  SYS_NAME     NAME  TARGET_ID DESCRIPTION ENTITY         VALUE COLLECTTIME\n",
       "0   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  3.427079e+07  2014-10-01\n",
       "1   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  8.026259e+07  2014-10-01\n",
       "2   财务管理系统  CWXT_DB        183        磁盘容量    C:\\  5.232332e+07  2014-10-01\n",
       "3   财务管理系统  CWXT_DB        183        磁盘容量    D:\\  1.572833e+08  2014-10-01\n",
       "4   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  3.432890e+07  2014-10-02"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "inputfile1 = 'discdata.xls'\n",
    "data = pd.read_excel(inputfile1)\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 188 entries, 0 to 187\n",
      "Data columns (total 7 columns):\n",
      "SYS_NAME       188 non-null object\n",
      "NAME           188 non-null object\n",
      "TARGET_ID      188 non-null int64\n",
      "DESCRIPTION    188 non-null object\n",
      "ENTITY         188 non-null object\n",
      "VALUE          188 non-null float64\n",
      "COLLECTTIME    188 non-null datetime64[ns]\n",
      "dtypes: datetime64[ns](1), float64(1), int64(1), object(4)\n",
      "memory usage: 10.4+ KB\n"
     ]
    }
   ],
   "source": [
    "data.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34270787.33</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
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       "      <td>34328899.02</td>\n",
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       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
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       "      <td>C:\\</td>\n",
       "      <td>34327553.50</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>财务管理系统</td>\n",
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       "      <td>磁盘已使用大小</td>\n",
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       "      <td>34288672.21</td>\n",
       "      <td>2014-10-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34190978.41</td>\n",
       "      <td>2014-10-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34187614.43</td>\n",
       "      <td>2014-10-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34285280.22</td>\n",
       "      <td>2014-10-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34290578.41</td>\n",
       "      <td>2014-10-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>33211870.40</td>\n",
       "      <td>2014-10-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>33249253.87</td>\n",
       "      <td>2014-10-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>33253832.53</td>\n",
       "      <td>2014-10-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34328058.03</td>\n",
       "      <td>2014-10-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34328674.80</td>\n",
       "      <td>2014-10-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34234933.61</td>\n",
       "      <td>2014-10-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34022726.41</td>\n",
       "      <td>2014-10-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35016309.47</td>\n",
       "      <td>2014-10-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34981412.82</td>\n",
       "      <td>2014-10-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34828871.38</td>\n",
       "      <td>2014-10-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34832868.75</td>\n",
       "      <td>2014-10-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34843372.75</td>\n",
       "      <td>2014-10-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34847749.42</td>\n",
       "      <td>2014-10-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34829775.93</td>\n",
       "      <td>2014-10-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34824290.49</td>\n",
       "      <td>2014-10-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34827149.93</td>\n",
       "      <td>2014-10-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34820088.89</td>\n",
       "      <td>2014-10-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34776030.47</td>\n",
       "      <td>2014-10-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34667722.51</td>\n",
       "      <td>2014-10-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35705011.09</td>\n",
       "      <td>2014-10-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35594215.37</td>\n",
       "      <td>2014-10-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35411287.07</td>\n",
       "      <td>2014-10-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35389055.02</td>\n",
       "      <td>2014-10-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35385076.36</td>\n",
       "      <td>2014-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35462038.02</td>\n",
       "      <td>2014-11-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35486821.33</td>\n",
       "      <td>2014-11-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35471088.77</td>\n",
       "      <td>2014-11-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35547564.55</td>\n",
       "      <td>2014-11-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35606941.11</td>\n",
       "      <td>2014-11-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35546714.13</td>\n",
       "      <td>2014-11-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35510966.73</td>\n",
       "      <td>2014-11-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35491498.51</td>\n",
       "      <td>2014-11-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35601990.55</td>\n",
       "      <td>2014-11-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35687972.60</td>\n",
       "      <td>2014-11-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35704312.58</td>\n",
       "      <td>2014-11-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35704980.73</td>\n",
       "      <td>2014-11-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34570385.45</td>\n",
       "      <td>2014-11-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34673820.69</td>\n",
       "      <td>2014-11-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34793245.31</td>\n",
       "      <td>2014-11-16</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    SYS_NAME     NAME  TARGET_ID DESCRIPTION ENTITY        VALUE COLLECTTIME\n",
       "0     财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34270787.33  2014-10-01\n",
       "4     财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34328899.02  2014-10-02\n",
       "8     财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34327553.50  2014-10-03\n",
       "12    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34288672.21  2014-10-04\n",
       "16    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34190978.41  2014-10-05\n",
       "20    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34187614.43  2014-10-06\n",
       "24    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34285280.22  2014-10-07\n",
       "28    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34290578.41  2014-10-08\n",
       "32    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  33211870.40  2014-10-09\n",
       "36    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  33249253.87  2014-10-10\n",
       "40    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  33253832.53  2014-10-11\n",
       "44    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34328058.03  2014-10-12\n",
       "48    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34328674.80  2014-10-13\n",
       "52    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34234933.61  2014-10-14\n",
       "56    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34022726.41  2014-10-15\n",
       "60    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35016309.47  2014-10-16\n",
       "64    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34981412.82  2014-10-17\n",
       "68    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34828871.38  2014-10-18\n",
       "72    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34832868.75  2014-10-19\n",
       "76    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34843372.75  2014-10-20\n",
       "80    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34847749.42  2014-10-21\n",
       "84    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34829775.93  2014-10-22\n",
       "88    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34824290.49  2014-10-23\n",
       "92    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34827149.93  2014-10-24\n",
       "96    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34820088.89  2014-10-25\n",
       "100   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34776030.47  2014-10-26\n",
       "104   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34667722.51  2014-10-27\n",
       "108   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35705011.09  2014-10-28\n",
       "112   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35594215.37  2014-10-29\n",
       "116   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35411287.07  2014-10-30\n",
       "120   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35389055.02  2014-10-31\n",
       "124   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35385076.36  2014-11-01\n",
       "128   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35462038.02  2014-11-02\n",
       "132   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35486821.33  2014-11-03\n",
       "136   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35471088.77  2014-11-04\n",
       "140   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35547564.55  2014-11-05\n",
       "144   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35606941.11  2014-11-06\n",
       "148   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35546714.13  2014-11-07\n",
       "152   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35510966.73  2014-11-08\n",
       "156   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35491498.51  2014-11-09\n",
       "160   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35601990.55  2014-11-10\n",
       "164   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35687972.60  2014-11-11\n",
       "168   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35704312.58  2014-11-12\n",
       "172   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35704980.73  2014-11-13\n",
       "176   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34570385.45  2014-11-14\n",
       "180   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34673820.69  2014-11-15\n",
       "184   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34793245.31  2014-11-16"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d = data[(data['ENTITY']=='C:\\\\') & (data['TARGET_ID']==184 )]\n",
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "plt.rc('figure',figsize=(9,7))\n",
    "import datetime\n",
    "import matplotlib.dates as mdates\n",
    "plt.rcParams['font.sans-serif']=['SimHei']\n",
    "plt.rcParams['axes.unicode_minus']= False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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jxze6JSLlyQWYQbwWjAKMSNJyi9hVU4EBOPvsEIC+/e342iSV6eoKbwhD9JIp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\nP9HM3kFYIfSP7n6vmb2Z8Ed3WNSnuZm7r2xgswc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      "text/plain": [
       "<matplotlib.figure.Figure at 0x9ec8b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig  = plt.figure()\n",
    "ax = fig.add_subplot(1,1,1)\n",
    "ax.set_title(u\"C盘已使用空间的时序图\")\n",
    "# ax.set_xlabel(u'日期')\n",
    "ax.set(xlabel=u'日期',ylabel=u'磁盘使用大小')\n",
    "# 图上时间间隔显示为10天\n",
    "ax.xaxis.set_major_locator(mdates.DayLocator(bymonthday=range(1,32), interval=10)) \n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d\"))\n",
    "plt.subplots_adjust(bottom=0.13,top=0.95)\n",
    "ax.plot(d['COLLECTTIME'],d['VALUE'],'ro-',)\n",
    "\n",
    "fig.autofmt_xdate() #自动根据标签长度进行旋转\n",
    "'''for label in ax.xaxis.get_ticklabels():   #此语句完成功能同上\n",
    "       label.set_rotation(45)\n",
    "'''\n",
    "plt.savefig('c.jpg')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>SYS_NAME</th>\n",
       "      <th>NAME</th>\n",
       "      <th>TARGET_ID</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>ENTITY</th>\n",
       "      <th>VALUE</th>\n",
       "      <th>COLLECTTIME</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>80262592.65</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83200151.65</td>\n",
       "      <td>2014-10-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83208320.00</td>\n",
       "      <td>2014-10-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83099271.65</td>\n",
       "      <td>2014-10-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82765171.65</td>\n",
       "      <td>2014-10-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82522895.00</td>\n",
       "      <td>2014-10-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82590885.00</td>\n",
       "      <td>2014-10-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82368173.30</td>\n",
       "      <td>2014-10-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82172263.30</td>\n",
       "      <td>2014-10-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>81922685.00</td>\n",
       "      <td>2014-10-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84844722.95</td>\n",
       "      <td>2014-10-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84769868.90</td>\n",
       "      <td>2014-10-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84558703.40</td>\n",
       "      <td>2014-10-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84207166.80</td>\n",
       "      <td>2014-10-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84042911.90</td>\n",
       "      <td>2014-10-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84129516.15</td>\n",
       "      <td>2014-10-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83877754.85</td>\n",
       "      <td>2014-10-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83887520.40</td>\n",
       "      <td>2014-10-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83538509.75</td>\n",
       "      <td>2014-10-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86483653.00</td>\n",
       "      <td>2014-10-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82496743.30</td>\n",
       "      <td>2014-10-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82300356.65</td>\n",
       "      <td>2014-10-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82130251.65</td>\n",
       "      <td>2014-10-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84844587.65</td>\n",
       "      <td>2014-10-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84845444.65</td>\n",
       "      <td>2014-10-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84684911.05</td>\n",
       "      <td>2014-10-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84500606.35</td>\n",
       "      <td>2014-10-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84145461.25</td>\n",
       "      <td>2014-10-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84172525.10</td>\n",
       "      <td>2014-10-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83957818.70</td>\n",
       "      <td>2014-10-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83684789.75</td>\n",
       "      <td>2014-10-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86485366.95</td>\n",
       "      <td>2014-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86454023.45</td>\n",
       "      <td>2014-11-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86127041.70</td>\n",
       "      <td>2014-11-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86161390.40</td>\n",
       "      <td>2014-11-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>85938933.90</td>\n",
       "      <td>2014-11-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>85645056.50</td>\n",
       "      <td>2014-11-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>85272926.05</td>\n",
       "      <td>2014-11-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>88110097.75</td>\n",
       "      <td>2014-11-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>88128626.65</td>\n",
       "      <td>2014-11-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>88075997.75</td>\n",
       "      <td>2014-11-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>87753526.65</td>\n",
       "      <td>2014-11-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>87249335.55</td>\n",
       "      <td>2014-11-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86986142.20</td>\n",
       "      <td>2014-11-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86678240.00</td>\n",
       "      <td>2014-11-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>89766600.00</td>\n",
       "      <td>2014-11-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>89377527.25</td>\n",
       "      <td>2014-11-16</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    SYS_NAME     NAME  TARGET_ID DESCRIPTION ENTITY        VALUE COLLECTTIME\n",
       "1     财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  80262592.65  2014-10-01\n",
       "5     财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83200151.65  2014-10-02\n",
       "9     财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83208320.00  2014-10-03\n",
       "13    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83099271.65  2014-10-04\n",
       "17    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82765171.65  2014-10-05\n",
       "21    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82522895.00  2014-10-06\n",
       "25    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82590885.00  2014-10-07\n",
       "29    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82368173.30  2014-10-08\n",
       "33    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82172263.30  2014-10-09\n",
       "37    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  81922685.00  2014-10-10\n",
       "41    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84844722.95  2014-10-11\n",
       "45    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84769868.90  2014-10-12\n",
       "49    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84558703.40  2014-10-13\n",
       "53    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84207166.80  2014-10-14\n",
       "57    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84042911.90  2014-10-15\n",
       "61    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84129516.15  2014-10-16\n",
       "65    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83877754.85  2014-10-17\n",
       "69    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83887520.40  2014-10-18\n",
       "73    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83538509.75  2014-10-19\n",
       "77    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86483653.00  2014-10-20\n",
       "81    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82496743.30  2014-10-21\n",
       "85    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82300356.65  2014-10-22\n",
       "89    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82130251.65  2014-10-23\n",
       "93    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84844587.65  2014-10-24\n",
       "97    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84845444.65  2014-10-25\n",
       "101   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84684911.05  2014-10-26\n",
       "105   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84500606.35  2014-10-27\n",
       "109   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84145461.25  2014-10-28\n",
       "113   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84172525.10  2014-10-29\n",
       "117   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83957818.70  2014-10-30\n",
       "121   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83684789.75  2014-10-31\n",
       "125   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86485366.95  2014-11-01\n",
       "129   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86454023.45  2014-11-02\n",
       "133   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86127041.70  2014-11-03\n",
       "137   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86161390.40  2014-11-04\n",
       "141   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  85938933.90  2014-11-05\n",
       "145   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  85645056.50  2014-11-06\n",
       "149   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  85272926.05  2014-11-07\n",
       "153   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  88110097.75  2014-11-08\n",
       "157   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  88128626.65  2014-11-09\n",
       "161   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  88075997.75  2014-11-10\n",
       "165   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  87753526.65  2014-11-11\n",
       "169   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  87249335.55  2014-11-12\n",
       "173   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86986142.20  2014-11-13\n",
       "177   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86678240.00  2014-11-14\n",
       "181   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  89766600.00  2014-11-15\n",
       "185   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  89377527.25  2014-11-16"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d1 = data[(data['ENTITY']=='D:\\\\') & (data['TARGET_ID']==184 )]\n",
    "d1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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XzeB8zcFKRaqsiKSZUGXl6wYlK6mmqqaq25UFYwx/Pf2vnDTyJGY8PYNVG1bF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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x9ec84a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig  = plt.figure()\n",
    "ax = fig.add_subplot(1,1,1)\n",
    "ax.set_title(u\"D盘已使用空间的时序图\")\n",
    "# ax.set_xlabel(u'日期')\n",
    "ax.set(xlabel=u'日期',ylabel=u'磁盘使用大小')\n",
    "# 图上时间间隔显示为10天\n",
    "ax.xaxis.set_major_locator(mdates.DayLocator(bymonthday=range(1,32), interval=10)) \n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d\"))\n",
    "plt.subplots_adjust(bottom=0.13,top=0.95)\n",
    "ax.plot(d1['COLLECTTIME'],d1['VALUE'],'g*-',)\n",
    "\n",
    "fig.autofmt_xdate() #自动根据标签长度进行旋转\n",
    "'''for label in ax.xaxis.get_ticklabels():   #此语句完成功能同上\n",
    "       label.set_rotation(45)\n",
    "'''\n",
    "plt.savefig('d.jpg')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# 通过图中可以发现，磁盘的使用情况都不具有周期性，表现出缓慢性增长，呈现趋势性。因此，可以初步确认数据是非平稳的"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
